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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog

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Abstract Every day on Roblox, 70 million users engage with millions of experiences, totaling 16 billion hours quarterly. This interaction generates a petabyte-scale data lake, which is enriched for analytics and machine learning (ML) purposes. It’s resource-intensive to join fact and dimension tables in our data lake, so to optimize this and reduce data shuffling, […]
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
Cost Based Optimizer in Apache Spark 2.2, by Jules S. Damji, Databricks Engineering
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
Roblox on LinkedIn: How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized…
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
Roblox on LinkedIn: Connecting over 65 million users each day requires a fast and reliable…
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters : r/roblox
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
Roblox on LinkedIn: Brands, designers, and marketers— have you registered yet? Join Roblox on…
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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